The Evolution of Statistical Induction Heads: In-Context Learning Markov Chains. - Ezra Edelman; Nikolaos Tsilivis 002; Benjamin L. Edelman; Eran Malach; Surbhi Goel (NeurIPS, 2024)

Let Me Think! A Long Chain-of-Thought Can Be Worth Exponentially Many Short Ones. - Parsa Mirtaheri; Ezra Edelman; Samy Jelassi; Eran Malach; Enric Boix-Adserà (CoRR, 2025)